Xavier Franch

Merging Datasets for Emotion Analysis

2021

Context. Applying sentiment analysis is in general a laborious task. Furthermore, if we add the task of getting a good quality dataset with balanced distribution and enough samples, the job becomes more complicated. Objective. We …

Impact of ML Optimization Tactics on Greener Pre-Trained ML Models

2024 · arXiv (Cornell University)

Background: Given the fast-paced nature of today's technology, which has surpassed human performance in tasks like image classification, visual reasoning, and English understanding, assessing the impact of Machine Learning (ML) on energy consumption is crucial. …